Plant Disease Identification Using a Novel Convolutional Neural Network

Saul B. Saila; V. K Manindra Manish

doi:10.22214/ijraset.2025.71700

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JOURNAL ARTICLE

Plant Disease Identification Using a Novel Convolutional Neural Network

Saul B. Saila V. K Manindra Manish

Year: 2025 Journal: International Journal for Research in Applied Science and Engineering Technology Vol: 13 (6)Pages: 178-186 Publisher: International Journal for Research in Applied Science and Engineering Technology (IJRASET)

DOI: 10.22214/ijraset.2025.71700

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Abstract

Abstract: Earlydetectionofplantdiseasesavoidstheadverseeffectsoncrops.Convolutionalneural network,intensivelearning,is appliedextensively inmachinevisionandpattern recognitionapplications.Butthedeeplearningmodelstakealotofparameters, and thus, the training time required is longer and hard to execute onsmalldevices.The model proposedhas beentrained &testedonthree plant diseasedatasets.

Keywords:

Convolutional neural network Identification (biology) Computer science Disease Artificial intelligence Pattern recognition (psychology) Medicine Biology Botany Pathology

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Smart Agriculture and AI

Life Sciences → Agricultural and Biological Sciences → Plant Science

Plant Disease Identification Using a Novel Convolutional Neural Network

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